Report

Dataset statistics

Number of variables	19
Number of observations	32
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.9 KiB
Average record size in memory	156.0 B

Variable types

DateTime	1
Numeric	17
Categorical	1

Alerts

`civil_conflicts` is highly correlated with `state_intervention` and 14 other fields	High correlation
`state_intervention` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`conflict_between_states` is highly correlated with `total`	High correlation
`total` is highly correlated with `civil_conflicts` and 1 other fields	High correlation
`gdp_ger` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_fra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_ita` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_jpn` is highly correlated with `gdp_ger` and 11 other fields	High correlation
`gdp_can` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_rus` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_usa` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_gbr` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_bra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_ind` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_mex` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_zaf` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_chn` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_wld` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`civil_conflicts` is highly correlated with `gdp_ger` and 12 other fields	High correlation
`state_intervention` is highly correlated with `total` and 12 other fields	High correlation
`conflict_between_states` is highly correlated with `total`	High correlation
`total` is highly correlated with `state_intervention` and 1 other fields	High correlation
`gdp_ger` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_fra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_ita` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_jpn` is highly correlated with `civil_conflicts` and 12 other fields	High correlation
`gdp_can` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_rus` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_usa` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_gbr` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_bra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_ind` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_mex` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_zaf` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gdp_chn` is highly correlated with `state_intervention` and 12 other fields	High correlation
`gdp_wld` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`civil_conflicts` is highly correlated with `gdp_can` and 5 other fields	High correlation
`state_intervention` is highly correlated with `gdp_ger` and 9 other fields	High correlation
`gdp_ger` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gdp_fra` is highly correlated with `gdp_ger` and 12 other fields	High correlation
`gdp_ita` is highly correlated with `gdp_ger` and 11 other fields	High correlation
`gdp_jpn` is highly correlated with `gdp_ger` and 3 other fields	High correlation
`gdp_can` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_rus` is highly correlated with `gdp_ger` and 10 other fields	High correlation
`gdp_usa` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_gbr` is highly correlated with `state_intervention` and 11 other fields	High correlation
`gdp_bra` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gdp_ind` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_mex` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_zaf` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gdp_chn` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gdp_wld` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`year` is highly correlated with `civil_conflicts` and 17 other fields	High correlation
`civil_conflicts` is highly correlated with `year` and 5 other fields	High correlation
`state_intervention` is highly correlated with `year` and 9 other fields	High correlation
`conflict_between_states` is highly correlated with `year` and 4 other fields	High correlation
`total` is highly correlated with `year` and 7 other fields	High correlation
`gdp_ger` is highly correlated with `year` and 13 other fields	High correlation
`gdp_fra` is highly correlated with `year` and 14 other fields	High correlation
`gdp_ita` is highly correlated with `year` and 10 other fields	High correlation
`gdp_jpn` is highly correlated with `year` and 7 other fields	High correlation
`gdp_can` is highly correlated with `year` and 12 other fields	High correlation
`gdp_rus` is highly correlated with `year` and 12 other fields	High correlation
`gdp_usa` is highly correlated with `year` and 17 other fields	High correlation
`gdp_gbr` is highly correlated with `year` and 14 other fields	High correlation
`gdp_bra` is highly correlated with `year` and 15 other fields	High correlation
`gdp_ind` is highly correlated with `year` and 14 other fields	High correlation
`gdp_mex` is highly correlated with `year` and 13 other fields	High correlation
`gdp_zaf` is highly correlated with `year` and 14 other fields	High correlation
`gdp_chn` is highly correlated with `year` and 14 other fields	High correlation
`gdp_wld` is highly correlated with `year` and 14 other fields	High correlation
`year` has unique values	Unique
`gdp_ger` has unique values	Unique
`gdp_fra` has unique values	Unique
`gdp_ita` has unique values	Unique
`gdp_jpn` has unique values	Unique
`gdp_can` has unique values	Unique
`gdp_rus` has unique values	Unique
`gdp_usa` has unique values	Unique
`gdp_gbr` has unique values	Unique
`gdp_bra` has unique values	Unique
`gdp_ind` has unique values	Unique
`gdp_mex` has unique values	Unique
`gdp_zaf` has unique values	Unique
`gdp_chn` has unique values	Unique
`gdp_wld` has unique values	Unique

Reproduction

Analysis started	2022-07-04 11:39:17.020622
Analysis finished	2022-07-04 11:39:46.910830
Duration	29.89 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

year
Date

HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	384.0 B

Minimum	1970-01-01 00:00:00.000001
Maximum	1970-01-01 00:00:00.000002

Histogram

Histogram with fixed size bins (bins=32)

civil_conflicts
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.21875

Minimum	23
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	23
5-th percentile	25.2
Q1	28
median	31
Q3	34.25
95-th percentile	44.9
Maximum	48
Range	25
Interquartile range (IQR)	6.25

Descriptive statistics

Standard deviation	6.121007586
Coefficient of variation (CV)	0.1899827767
Kurtosis	1.045391895
Mean	32.21875
Median Absolute Deviation (MAD)	3
Skewness	1.153251821
Sum	1031
Variance	37.46673387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
32	4	12.5%
28	4	12.5%
29	3	9.4%
27	3	9.4%
31	3	9.4%
30	3	9.4%
44	2	6.2%
37	2	6.2%
23	2	6.2%
33	1	3.1%
Other values (5)	5	15.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	2	6.2%
27	3	9.4%
28	4	12.5%
29	3	9.4%
30	3	9.4%
31	3	9.4%
32	4	12.5%
33	1	3.1%
34	1	3.1%
35	1	3.1%

Value	Count	Frequency (%)
48	1	3.1%
46	1	3.1%
44	2	6.2%
37	2	6.2%
36	1	3.1%
35	1	3.1%
34	1	3.1%
33	1	3.1%
32	4	12.5%
31	3	9.4%

state_intervention
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	43.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.25

Minimum	2
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2
5-th percentile	2
Q1	4
median	5.5
Q3	9
95-th percentile	22.8
Maximum	25
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.900210375
Coefficient of variation (CV)	0.8363891364
Kurtosis	0.755369208
Mean	8.25
Median Absolute Deviation (MAD)	2.5
Skewness	1.413726976
Sum	264
Variance	47.61290323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
4	5	15.6%
5	4	12.5%
3	4	12.5%
2	3	9.4%
6	3	9.4%
7	3	9.4%
9	2	6.2%
25	2	6.2%
8	1	3.1%
13	1	3.1%
Other values (4)	4	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	9.4%
3	4	12.5%
4	5	15.6%
5	4	12.5%
6	3	9.4%
7	3	9.4%
8	1	3.1%
9	2	6.2%
13	1	3.1%
18	1	3.1%

Value	Count	Frequency (%)
25	2	6.2%
21	1	3.1%
20	1	3.1%
19	1	3.1%
18	1	3.1%
13	1	3.1%
9	2	6.2%
8	1	3.1%
7	3	9.4%
6	3	9.4%

conflict_between_states
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Memory size	384.0 B

2	12
1	10
0	9
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	32
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	3.1%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring characters

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	32	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	19
Distinct (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.625

Minimum	31
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	31
5-th percentile	32
Q1	35.75
median	40
Q3	49
95-th percentile	54.45
Maximum	56
Range	25
Interquartile range (IQR)	13.25

Descriptive statistics

Standard deviation	7.732420228
Coefficient of variation (CV)	0.1857638493
Kurtosis	-1.076805083
Mean	41.625
Median Absolute Deviation (MAD)	7
Skewness	0.4612043776
Sum	1332
Variance	59.79032258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
40	5	15.6%
33	4	12.5%
38	3	9.4%
52	3	9.4%
49	2	6.2%
32	2	6.2%
41	1	3.1%
39	1	3.1%
48	1	3.1%
43	1	3.1%
Other values (9)	9	28.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	3.1%
32	2	6.2%
33	4	12.5%
35	1	3.1%
36	1	3.1%
37	1	3.1%
38	3	9.4%
39	1	3.1%
40	5	15.6%
41	1	3.1%

Value	Count	Frequency (%)
56	1	3.1%
55	1	3.1%
54	1	3.1%
52	3	9.4%
51	1	3.1%
49	2	6.2%
48	1	3.1%
43	1	3.1%
42	1	3.1%
41	1	3.1%

gdp_ger
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.856804375 × 10¹²

Minimum	1.39897 × 10¹²
Maximum	3.97729 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.39897 × 10¹²
5-th percentile	1.825174 × 10¹²
Q1	2.179105 × 10¹²
median	2.830605 × 10¹²
Q3	3.5680675 × 10¹²
95-th percentile	3.888672 × 10¹²
Maximum	3.97729 × 10¹²
Range	2.57832 × 10¹²
Interquartile range (IQR)	1.3889625 × 10¹²

Descriptive statistics

Standard deviation	7.851466882 × 10¹¹
Coefficient of variation (CV)	0.2748339001
Kurtosis	-1.478926327
Mean	2.856804375 × 10¹²
Median Absolute Deviation (MAD)	6.97785 × 10¹¹
Skewness	-0.0676526483
Sum	9.141774 × 10¹³
Variance	6.164553219 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1.39897 × 10¹²	1	3.1%
1.77167 × 10¹²	1	3.1%
3.88833 × 10¹²	1	3.1%
3.97729 × 10¹²	1	3.1%
3.69085 × 10¹²	1	3.1%
3.46985 × 10¹²	1	3.1%
3.35759 × 10¹²	1	3.1%
3.88909 × 10¹²	1	3.1%
3.7338 × 10¹²	1	3.1%
3.52714 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.39897 × 10¹²	1	3.1%
1.77167 × 10¹²	1	3.1%
1.86895 × 10¹²	1	3.1%
1.94579 × 10¹²	1	3.1%
1.94798 × 10¹²	1	3.1%
2.07132 × 10¹²	1	3.1%
2.07848 × 10¹²	1	3.1%
2.13157 × 10¹²	1	3.1%
2.19495 × 10¹²	1	3.1%
2.20507 × 10¹²	1	3.1%

Value	Count	Frequency (%)
3.97729 × 10¹²	1	3.1%
3.88909 × 10¹²	1	3.1%
3.88833 × 10¹²	1	3.1%
3.84641 × 10¹²	1	3.1%
3.74931 × 10¹²	1	3.1%
3.74526 × 10¹²	1	3.1%
3.7338 × 10¹²	1	3.1%
3.69085 × 10¹²	1	3.1%
3.52714 × 10¹²	1	3.1%
3.46985 × 10¹²	1	3.1%

gdp_fra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.058603438 × 10¹²

Minimum	1.02521 × 10¹²
Maximum	2.9303 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.02521 × 10¹²
5-th percentile	1.269235 × 10¹²
Q1	1.4400275 × 10¹²
median	2.15829 × 10¹²
Q3	2.66636 × 10¹²
95-th percentile	2.8601 × 10¹²
Maximum	2.9303 × 10¹²
Range	1.90509 × 10¹²
Interquartile range (IQR)	1.2263325 × 10¹²

Descriptive statistics

Standard deviation	6.3679007 × 10¹¹
Coefficient of variation (CV)	0.309331102
Kurtosis	-1.745112322
Mean	2.058603438 × 10¹²
Median Absolute Deviation (MAD)	6.4313 × 10¹¹
Skewness	-0.05655863174
Sum	6.587531 × 10¹³
Variance	4.055015932 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1.02521 × 10¹²	1	3.1%
1.26918 × 10¹²	1	3.1%
2.72887 × 10¹²	1	3.1%
2.79096 × 10¹²	1	3.1%
2.59515 × 10¹²	1	3.1%
2.47296 × 10¹²	1	3.1%
2.43919 × 10¹²	1	3.1%
2.85596 × 10¹²	1	3.1%
2.81188 × 10¹²	1	3.1%
2.68367 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.02521 × 10¹²	1	3.1%
1.26918 × 10¹²	1	3.1%
1.26928 × 10¹²	1	3.1%
1.32282 × 10¹²	1	3.1%
1.36564 × 10¹²	1	3.1%
1.37766 × 10¹²	1	3.1%
1.39398 × 10¹²	1	3.1%
1.40147 × 10¹²	1	3.1%
1.45288 × 10¹²	1	3.1%
1.49315 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.9303 × 10¹²	1	3.1%
2.86516 × 10¹²	1	3.1%
2.85596 × 10¹²	1	3.1%
2.81188 × 10¹²	1	3.1%
2.79096 × 10¹²	1	3.1%
2.72887 × 10¹²	1	3.1%
2.70089 × 10¹²	1	3.1%
2.68367 × 10¹²	1	3.1%
2.66059 × 10¹²	1	3.1%
2.64519 × 10¹²	1	3.1%

gdp_ita
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.662015969 × 10¹²

Minimum	9.28661 × 10¹¹
Maximum	2.40866 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	9.28661 × 10¹¹
5-th percentile	1.083803 × 10¹²
Q1	1.245135 × 10¹²
median	1.82159 × 10¹²
Q3	2.0882025 × 10¹²
95-th percentile	2.2499505 × 10¹²
Maximum	2.40866 × 10¹²
Range	1.479999 × 10¹²
Interquartile range (IQR)	8.430675 × 10¹¹

Descriptive statistics

Standard deviation	4.528428629 × 10¹¹
Coefficient of variation (CV)	0.272466012
Kurtosis	-1.603179803
Mean	1.662015969 × 10¹²
Median Absolute Deviation (MAD)	4.32455 × 10¹¹
Skewness	-0.02371028472
Sum	5.3184511 × 10¹³
Variance	2.050666585 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9.28661 × 10¹¹	1	3.1%
1.18122 × 10¹²	1	3.1%
2.00938 × 10¹²	1	3.1%
2.09193 × 10¹²	1	3.1%
1.9618 × 10¹²	1	3.1%
1.87707 × 10¹²	1	3.1%
1.83664 × 10¹²	1	3.1%
2.16201 × 10¹²	1	3.1%
2.14192 × 10¹²	1	3.1%
2.08696 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.28661 × 10¹¹	1	3.1%
1.06496 × 10¹²	1	3.1%
1.09922 × 10¹²	1	3.1%
1.14668 × 10¹²	1	3.1%
1.16802 × 10¹²	1	3.1%
1.17466 × 10¹²	1	3.1%
1.18122 × 10¹²	1	3.1%
1.24188 × 10¹²	1	3.1%
1.24622 × 10¹²	1	3.1%
1.25245 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.40866 × 10¹²	1	3.1%
2.29499 × 10¹²	1	3.1%
2.2131 × 10¹²	1	3.1%
2.19993 × 10¹²	1	3.1%
2.16201 × 10¹²	1	3.1%
2.14192 × 10¹²	1	3.1%
2.1361 × 10¹²	1	3.1%
2.09193 × 10¹²	1	3.1%
2.08696 × 10¹²	1	3.1%
2.00938 × 10¹²	1	3.1%

gdp_jpn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.755439688 × 10¹²

Minimum	3.05491 × 10¹²
Maximum	6.27236 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.05491 × 10¹²
5-th percentile	3.3812 × 10¹²
Q1	4.4518375 × 10¹²
median	4.895055 × 10¹²
Q3	5.06999 × 10¹²
95-th percentile	5.972406 × 10¹²
Maximum	6.27236 × 10¹²
Range	3.21745 × 10¹²
Interquartile range (IQR)	6.181525 × 10¹¹

Descriptive statistics

Standard deviation	7.234982785 × 10¹¹
Coefficient of variation (CV)	0.1521411953
Kurtosis	0.9287565028
Mean	4.755439688 × 10¹²
Median Absolute Deviation (MAD)	3.46385 × 10¹¹
Skewness	-0.3043462343
Sum	1.5217407 × 10¹⁴
Variance	5.234497589 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.05491 × 10¹²	1	3.1%
3.13282 × 10¹²	1	3.1%
5.14878 × 10¹²	1	3.1%
5.03689 × 10¹²	1	3.1%
4.93084 × 10¹²	1	3.1%
5.00368 × 10¹²	1	3.1%
4.44493 × 10¹²	1	3.1%
4.89699 × 10¹²	1	3.1%
5.21233 × 10¹²	1	3.1%
6.27236 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.05491 × 10¹²	1	3.1%
3.13282 × 10¹²	1	3.1%
3.58442 × 10¹²	1	3.1%
3.90881 × 10¹²	1	3.1%
4.09836 × 10¹²	1	3.1%
4.18285 × 10¹²	1	3.1%
4.37471 × 10¹²	1	3.1%
4.44493 × 10¹²	1	3.1%
4.45414 × 10¹²	1	3.1%
4.49245 × 10¹²	1	3.1%

Value	Count	Frequency (%)
6.27236 × 10¹²	1	3.1%
6.23315 × 10¹²	1	3.1%
5.75907 × 10¹²	1	3.1%
5.54556 × 10¹²	1	3.1%
5.28949 × 10¹²	1	3.1%
5.21233 × 10¹²	1	3.1%
5.14878 × 10¹²	1	3.1%
5.10668 × 10¹²	1	3.1%
5.05776 × 10¹²	1	3.1%
5.03689 × 10¹²	1	3.1%

gdp_can
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.140948875 × 10¹²

Minimum	5.65056 × 10¹¹
Maximum	1.8466 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	5.65056 × 10¹¹
5-th percentile	5.777034 × 10¹¹
Q1	6.326365 × 10¹¹
median	1.0999 × 10¹²
Q3	1.62436 × 10¹²
95-th percentile	1.815929 × 10¹²
Maximum	1.8466 × 10¹²
Range	1.281544 × 10¹²
Interquartile range (IQR)	9.917235 × 10¹¹

Descriptive statistics

Standard deviation	4.954701262 × 10¹¹
Coefficient of variation (CV)	0.4342614617
Kurtosis	-1.793269796
Mean	1.140948875 × 10¹²
Median Absolute Deviation (MAD)	4.80463 × 10¹¹
Skewness	0.1208825754
Sum	3.6510364 × 10¹³
Variance	2.45490646 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.65056 × 10¹¹	1	3.1%
5.9393 × 10¹¹	1	3.1%
1.74202 × 10¹²	1	3.1%
1.72533 × 10¹²	1	3.1%
1.64927 × 10¹²	1	3.1%
1.52799 × 10¹²	1	3.1%
1.55651 × 10¹²	1	3.1%
1.80575 × 10¹²	1	3.1%
1.8466 × 10¹²	1	3.1%
1.82837 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.65056 × 10¹¹	1	3.1%
5.77171 × 10¹¹	1	3.1%
5.78139 × 10¹¹	1	3.1%
5.92388 × 10¹¹	1	3.1%
5.9393 × 10¹¹	1	3.1%
6.04032 × 10¹¹	1	3.1%
6.10328 × 10¹¹	1	3.1%
6.28546 × 10¹¹	1	3.1%
6.34 × 10¹¹	1	3.1%
6.54987 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
1.8466 × 10¹²	1	3.1%
1.82837 × 10¹²	1	3.1%
1.80575 × 10¹²	1	3.1%
1.79333 × 10¹²	1	3.1%
1.74202 × 10¹²	1	3.1%
1.72533 × 10¹²	1	3.1%
1.64927 × 10¹²	1	3.1%
1.64542 × 10¹²	1	3.1%
1.61734 × 10¹²	1	3.1%
1.55651 × 10¹²	1	3.1%

gdp_rus
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.854589688 × 10¹¹

Minimum	1.95907 × 10¹¹
Maximum	2.29247 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.95907 × 10¹¹
5-th percentile	2.6589475 × 10¹¹
Q1	4.02581 × 10¹¹
median	6.77517 × 10¹¹
Q3	1.53724 × 10¹²
95-th percentile	2.126317 × 10¹²
Maximum	2.29247 × 10¹²
Range	2.096563 × 10¹²
Interquartile range (IQR)	1.134659 × 10¹²

Descriptive statistics

Standard deviation	6.67838854 × 10¹¹
Coefficient of variation (CV)	0.6776932121
Kurtosis	-1.161380488
Mean	9.854589688 × 10¹¹
Median Absolute Deviation (MAD)	4.121845 × 10¹¹
Skewness	0.5264135059
Sum	3.1534687 × 10¹³
Variance	4.460087348 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.065 × 10¹¹	1	3.1%
5.16814 × 10¹¹	1	3.1%
1.68745 × 10¹²	1	3.1%
1.65733 × 10¹²	1	3.1%
1.5742 × 10¹²	1	3.1%
1.27679 × 10¹²	1	3.1%
1.36348 × 10¹²	1	3.1%
2.05924 × 10¹²	1	3.1%
2.29247 × 10¹²	1	3.1%
2.2083 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.95907 × 10¹¹	1	3.1%
2.5971 × 10¹¹	1	3.1%
2.70955 × 10¹¹	1	3.1%
3.06602 × 10¹¹	1	3.1%
3.4547 × 10¹¹	1	3.1%
3.91725 × 10¹¹	1	3.1%
3.95077 × 10¹¹	1	3.1%
3.95537 × 10¹¹	1	3.1%
4.04929 × 10¹¹	1	3.1%
4.30348 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.29247 × 10¹²	1	3.1%
2.2083 × 10¹²	1	3.1%
2.05924 × 10¹²	1	3.1%
2.04593 × 10¹²	1	3.1%
1.68745 × 10¹²	1	3.1%
1.66085 × 10¹²	1	3.1%
1.65733 × 10¹²	1	3.1%
1.5742 × 10¹²	1	3.1%
1.52492 × 10¹²	1	3.1%
1.4835 × 10¹²	1	3.1%

gdp_usa
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.274650875 × 10¹³

Minimum	5.64158 × 10¹²
Maximum	2.14332 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	5.64158 × 10¹²
5-th percentile	6.0703845 × 10¹²
Q1	8.4514425 × 10¹²
median	1.262515 × 10¹³
Q3	1.634395 × 10¹³
95-th percentile	2.0765395 × 10¹³
Maximum	2.14332 × 10¹³
Range	1.579162 × 10¹³
Interquartile range (IQR)	7.8925075 × 10¹²

Descriptive statistics

Standard deviation	4.88471814 × 10¹²
Coefficient of variation (CV)	0.3832200829
Kurtosis	-1.154358731
Mean	1.274650875 × 10¹³
Median Absolute Deviation (MAD)	4.103625 × 10¹²
Skewness	0.1982472094
Sum	4.0788828 × 10¹⁴
Variance	2.386047131 × 10²⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.64158 × 10¹²	1	3.1%
5.96314 × 10¹²	1	3.1%
2.14332 × 10¹³	1	3.1%
2.06119 × 10¹³	1	3.1%
1.9543 × 10¹³	1	3.1%
1.87451 × 10¹³	1	3.1%
1.82383 × 10¹³	1	3.1%
1.75272 × 10¹³	1	3.1%
1.67848 × 10¹³	1	3.1%
1.6197 × 10¹³	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.64158 × 10¹²	1	3.1%
5.96314 × 10¹²	1	3.1%
6.15813 × 10¹²	1	3.1%
6.52033 × 10¹²	1	3.1%
6.85856 × 10¹²	1	3.1%
7.28724 × 10¹²	1	3.1%
7.63975 × 10¹²	1	3.1%
8.07312 × 10¹²	1	3.1%
8.57755 × 10¹²	1	3.1%
9.06282 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.14332 × 10¹³	1	3.1%
2.0953 × 10¹³	1	3.1%
2.06119 × 10¹³	1	3.1%
1.9543 × 10¹³	1	3.1%
1.87451 × 10¹³	1	3.1%
1.82383 × 10¹³	1	3.1%
1.75272 × 10¹³	1	3.1%
1.67848 × 10¹³	1	3.1%
1.6197 × 10¹³	1	3.1%
1.55426 × 10¹³	1	3.1%

gdp_gbr
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.131441719 × 10¹²

Minimum	9.26885 × 10¹¹
Maximum	3.10618 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	9.26885 × 10¹¹
5-th percentile	1.078869 × 10¹²
Q1	1.525055 × 10¹²
median	2.423805 × 10¹²
Q3	2.7320875 × 10¹²
95-th percentile	3.01534 × 10¹²
Maximum	3.10618 × 10¹²
Range	2.179295 × 10¹²
Interquartile range (IQR)	1.2070325 × 10¹²

Descriptive statistics

Standard deviation	7.255133834 × 10¹¹
Coefficient of variation (CV)	0.340386217
Kurtosis	-1.543218733
Mean	2.131441719 × 10¹²
Median Absolute Deviation (MAD)	5.86245 × 10¹¹
Skewness	-0.2657441889
Sum	6.8206135 × 10¹³
Variance	5.263696695 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9.26885 × 10¹¹	1	3.1%
1.09317 × 10¹²	1	3.1%
2.87867 × 10¹²	1	3.1%
2.90079 × 10¹²	1	3.1%
2.69902 × 10¹²	1	3.1%
2.72285 × 10¹²	1	3.1%
2.95657 × 10¹²	1	3.1%
3.08717 × 10¹²	1	3.1%
2.80329 × 10¹²	1	3.1%
2.71916 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.26885 × 10¹¹	1	3.1%
1.06139 × 10¹²	1	3.1%
1.09317 × 10¹²	1	3.1%
1.14049 × 10¹²	1	3.1%
1.1428 × 10¹²	1	3.1%
1.17966 × 10¹²	1	3.1%
1.34642 × 10¹²	1	3.1%
1.42151 × 10¹²	1	3.1%
1.55957 × 10¹²	1	3.1%
1.64391 × 10¹²	1	3.1%

Value	Count	Frequency (%)
3.10618 × 10¹²	1	3.1%
3.08717 × 10¹²	1	3.1%
2.95657 × 10¹²	1	3.1%
2.93888 × 10¹²	1	3.1%
2.90079 × 10¹²	1	3.1%
2.87867 × 10¹²	1	3.1%
2.80329 × 10¹²	1	3.1%
2.7598 × 10¹²	1	3.1%
2.72285 × 10¹²	1	3.1%
2.71916 × 10¹²	1	3.1%

gdp_bra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.221890594 × 10¹²

Minimum	3.28188 × 10¹¹
Maximum	2.61616 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.28188 × 10¹¹
5-th percentile	3.4503945 × 10¹¹
Q1	5.595465 × 10¹¹
median	8.8742 × 10¹¹
Q3	1.8211125 × 10¹²
95-th percentile	2.4686455 × 10¹²
Maximum	2.61616 × 10¹²
Range	2.287972 × 10¹²
Interquartile range (IQR)	1.261566 × 10¹²

Descriptive statistics

Standard deviation	7.554424606 × 10¹¹
Coefficient of variation (CV)	0.6182570391
Kurtosis	-1.236598509
Mean	1.221890594 × 10¹²
Median Absolute Deviation (MAD)	5.29758 × 10¹¹
Skewness	0.466283602
Sum	3.9100499 × 10¹³
Variance	5.706933113 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.47028 × 10¹¹	1	3.1%
3.90726 × 10¹¹	1	3.1%
1.87782 × 10¹²	1	3.1%
1.91693 × 10¹²	1	3.1%
2.06351 × 10¹²	1	3.1%
1.79569 × 10¹²	1	3.1%
1.80221 × 10¹²	1	3.1%
2.45604 × 10¹²	1	3.1%
2.47282 × 10¹²	1	3.1%
2.46523 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.28188 × 10¹¹	1	3.1%
3.42609 × 10¹¹	1	3.1%
3.47028 × 10¹¹	1	3.1%
3.68296 × 10¹¹	1	3.1%
3.90726 × 10¹¹	1	3.1%
5.09795 × 10¹¹	1	3.1%
5.2537 × 10¹¹	1	3.1%
5.58234 × 10¹¹	1	3.1%
5.59984 × 10¹¹	1	3.1%
5.99642 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.61616 × 10¹²	1	3.1%
2.47282 × 10¹²	1	3.1%
2.46523 × 10¹²	1	3.1%
2.45604 × 10¹²	1	3.1%
2.20884 × 10¹²	1	3.1%
2.06351 × 10¹²	1	3.1%
1.91693 × 10¹²	1	3.1%
1.87782 × 10¹²	1	3.1%
1.80221 × 10¹²	1	3.1%
1.79569 × 10¹²	1	3.1%

gdp_ind
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.144962438 × 10¹²

Minimum	2.70105 × 10¹¹
Maximum	2.8705 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.70105 × 10¹¹
5-th percentile	2.841976 × 10¹¹
Q1	4.1012525 × 10¹¹
median	7.647655 × 10¹¹
Q3	1.83491 × 10¹²
95-th percentile	2.678637 × 10¹²
Maximum	2.8705 × 10¹²
Range	2.600395 × 10¹²
Interquartile range (IQR)	1.42478475 × 10¹²

Descriptive statistics

Standard deviation	8.744778315 × 10¹¹
Coefficient of variation (CV)	0.7637611531
Kurtosis	-1.008517482
Mean	1.144962438 × 10¹²
Median Absolute Deviation (MAD)	4.60349 × 10¹¹
Skewness	0.6832227337
Sum	3.6638798 × 10¹³
Variance	7.647114778 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.96042 × 10¹¹	1	3.1%
3.20979 × 10¹¹	1	3.1%
2.8705 × 10¹²	1	3.1%
2.70111 × 10¹²	1	3.1%
2.65147 × 10¹²	1	3.1%
2.2948 × 10¹²	1	3.1%
2.10359 × 10¹²	1	3.1%
2.03913 × 10¹²	1	3.1%
1.85672 × 10¹²	1	3.1%
1.82764 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.70105 × 10¹¹	1	3.1%
2.79296 × 10¹¹	1	3.1%
2.88208 × 10¹¹	1	3.1%
2.96042 × 10¹¹	1	3.1%
3.20979 × 10¹¹	1	3.1%
3.27276 × 10¹¹	1	3.1%
3.60282 × 10¹¹	1	3.1%
3.92897 × 10¹¹	1	3.1%
4.15868 × 10¹¹	1	3.1%
4.21351 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.8705 × 10¹²	1	3.1%
2.70111 × 10¹²	1	3.1%
2.66025 × 10¹²	1	3.1%
2.65147 × 10¹²	1	3.1%
2.2948 × 10¹²	1	3.1%
2.10359 × 10¹²	1	3.1%
2.03913 × 10¹²	1	3.1%
1.85672 × 10¹²	1	3.1%
1.82764 × 10¹²	1	3.1%
1.82305 × 10¹²	1	3.1%

gdp_mex
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.204311562 × 10¹¹

Minimum	2.21401 × 10¹¹
Maximum	1.31535 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.21401 × 10¹¹
5-th percentile	2.8979295 × 10¹¹
Q1	5.200605 × 10¹¹
median	8.298585 × 10¹¹
Q3	1.12222 × 10¹²
95-th percentile	1.2716845 × 10¹²
Maximum	1.31535 × 10¹²
Range	1.093949 × 10¹²
Interquartile range (IQR)	6.021595 × 10¹¹

Descriptive statistics

Standard deviation	3.434617405 × 10¹¹
Coefficient of variation (CV)	0.4186356623
Kurtosis	-1.328590313
Mean	8.204311562 × 10¹¹
Median Absolute Deviation (MAD)	3.16204 × 10¹¹
Skewness	-0.2284284434
Sum	2.6253797 × 10¹³
Variance	1.179659672 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.21401 × 10¹¹	1	3.1%
2.61254 × 10¹¹	1	3.1%
1.26943 × 10¹²	1	3.1%
1.22241 × 10¹²	1	3.1%
1.15891 × 10¹²	1	3.1%
1.07849 × 10¹²	1	3.1%
1.17187 × 10¹²	1	3.1%
1.31535 × 10¹²	1	3.1%
1.27444 × 10¹²	1	3.1%
1.20109 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.21401 × 10¹¹	1	3.1%
2.61254 × 10¹¹	1	3.1%
3.13143 × 10¹¹	1	3.1%
3.60074 × 10¹¹	1	3.1%
3.63158 × 10¹¹	1	3.1%
4.10976 × 10¹¹	1	3.1%
5.00413 × 10¹¹	1	3.1%
5.00736 × 10¹¹	1	3.1%
5.26502 × 10¹¹	1	3.1%
5.27813 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
1.31535 × 10¹²	1	3.1%
1.27444 × 10¹²	1	3.1%
1.26943 × 10¹²	1	3.1%
1.22241 × 10¹²	1	3.1%
1.20109 × 10¹²	1	3.1%
1.18049 × 10¹²	1	3.1%
1.17187 × 10¹²	1	3.1%
1.15891 × 10¹²	1	3.1%
1.10999 × 10¹²	1	3.1%
1.07849 × 10¹²	1	3.1%

gdp_zaf
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.59219808 × 10¹¹

Minimum	9.903085682 × 10¹⁰
Maximum	4.58202 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	9.903085682 × 10¹⁰
5-th percentile	1.2016705 × 10¹¹
Q1	1.51694 × 10¹¹
median	2.723375 × 10¹¹
Q3	3.5533225 × 10¹¹
95-th percentile	4.250312 × 10¹¹
Maximum	4.58202 × 10¹¹
Range	3.591711432 × 10¹¹
Interquartile range (IQR)	2.0363825 × 10¹¹

Descriptive statistics

Standard deviation	1.159189402 × 10¹¹
Coefficient of variation (CV)	0.4471839596
Kurtosis	-1.585321494
Mean	2.59219808 × 10¹¹
Median Absolute Deviation (MAD)	1.17211 × 10¹¹
Skewness	0.1535474479
Sum	8.295033857 × 10¹²
Variance	1.343720069 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9.903085682 × 10¹⁰	1	3.1%
1.15552 × 10¹¹	1	3.1%
3.87935 × 10¹¹	1	3.1%
4.04842 × 10¹¹	1	3.1%
3.81449 × 10¹¹	1	3.1%
3.23586 × 10¹¹	1	3.1%
3.4671 × 10¹¹	1	3.1%
3.81199 × 10¹¹	1	3.1%
4.00886 × 10¹¹	1	3.1%
4.34401 × 10¹¹	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.903085682 × 10¹⁰	1	3.1%
1.15552 × 10¹¹	1	3.1%
1.23943 × 10¹¹	1	3.1%
1.29088 × 10¹¹	1	3.1%
1.34545 × 10¹¹	1	3.1%
1.3543 × 10¹¹	1	3.1%
1.47197 × 10¹¹	1	3.1%
1.51517 × 10¹¹	1	3.1%
1.51753 × 10¹¹	1	3.1%
1.52983 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
4.58202 × 10¹¹	1	3.1%
4.34401 × 10¹¹	1	3.1%
4.17365 × 10¹¹	1	3.1%
4.04842 × 10¹¹	1	3.1%
4.00886 × 10¹¹	1	3.1%
3.87935 × 10¹¹	1	3.1%
3.81449 × 10¹¹	1	3.1%
3.81199 × 10¹¹	1	3.1%
3.4671 × 10¹¹	1	3.1%
3.35442 × 10¹¹	1	3.1%

gdp_chn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.776625 × 10¹²

Minimum	3.47768 × 10¹¹
Maximum	1.47227 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.47768 × 10¹¹
5-th percentile	3.7324125 × 10¹¹
Q1	9.3713975 × 10¹¹
median	2.12066 × 10¹²
Q3	8.791775 × 10¹²
95-th percentile	1.4068095 × 10¹³
Maximum	1.47227 × 10¹³
Range	1.4374932 × 10¹³
Interquartile range (IQR)	7.85463525 × 10¹²

Descriptive statistics

Standard deviation	4.892493285 × 10¹²
Coefficient of variation (CV)	1.024257354
Kurtosis	-0.7776836837
Mean	4.776625 × 10¹²
Median Absolute Deviation (MAD)	1.7155155 × 10¹²
Skewness	0.86284
Sum	1.52852 × 10¹⁴
Variance	2.393649055 × 10²⁵
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.47768 × 10¹¹	1	3.1%
3.60858 × 10¹¹	1	3.1%
1.42799 × 10¹³	1	3.1%
1.38948 × 10¹³	1	3.1%
1.23104 × 10¹³	1	3.1%
1.12333 × 10¹³	1	3.1%
1.10616 × 10¹³	1	3.1%
1.04757 × 10¹³	1	3.1%
9.57041 × 10¹²	1	3.1%
8.53223 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.47768 × 10¹¹	1	3.1%
3.60858 × 10¹¹	1	3.1%
3.83373 × 10¹¹	1	3.1%
4.26916 × 10¹¹	1	3.1%
4.44731 × 10¹¹	1	3.1%
5.64325 × 10¹¹	1	3.1%
7.34548 × 10¹¹	1	3.1%
8.63747 × 10¹¹	1	3.1%
9.61604 × 10¹¹	1	3.1%
1.02904 × 10¹²	1	3.1%

Value	Count	Frequency (%)
1.47227 × 10¹³	1	3.1%
1.42799 × 10¹³	1	3.1%
1.38948 × 10¹³	1	3.1%
1.23104 × 10¹³	1	3.1%
1.12333 × 10¹³	1	3.1%
1.10616 × 10¹³	1	3.1%
1.04757 × 10¹³	1	3.1%
9.57041 × 10¹²	1	3.1%
8.53223 × 10¹²	1	3.1%
7.5515 × 10¹²	1	3.1%

gdp_wld
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.114072188 × 10¹³

Minimum	2.01713 × 10¹³
Maximum	8.75681 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.01713 × 10¹³
5-th percentile	2.3271625 × 10¹³
Q1	3.1599775 × 10¹³
median	4.59461 × 10¹³
Q3	7.5165725 × 10¹³
95-th percentile	8.5434285 × 10¹³
Maximum	8.75681 × 10¹³
Range	6.73968 × 10¹³
Interquartile range (IQR)	4.356595 × 10¹³

Descriptive statistics

Standard deviation	2.290742399 × 10¹³
Coefficient of variation (CV)	0.4479292265
Kurtosis	-1.578065211
Mean	5.114072188 × 10¹³
Median Absolute Deviation (MAD)	1.91245 × 10¹³
Skewness	0.2510165895
Sum	1.6365031 × 10¹⁵
Variance	5.24750074 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.01713 × 10¹³	1	3.1%
2.27395 × 10¹³	1	3.1%
8.75681 × 10¹³	1	3.1%
8.62743 × 10¹³	1	3.1%
8.12246 × 10¹³	1	3.1%
7.63132 × 10¹³	1	3.1%
7.51171 × 10¹³	1	3.1%
7.95755 × 10¹³	1	3.1%
7.74432 × 10¹³	1	3.1%
7.53116 × 10¹³	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.01713 × 10¹³	1	3.1%
2.27395 × 10¹³	1	3.1%
2.3707 × 10¹³	1	3.1%
2.53937 × 10¹³	1	3.1%
2.58225 × 10¹³	1	3.1%
2.78724 × 10¹³	1	3.1%
3.10438 × 10¹³	1	3.1%
3.15397 × 10¹³	1	3.1%
3.16198 × 10¹³	1	3.1%
3.17363 × 10¹³	1	3.1%

Value	Count	Frequency (%)
8.75681 × 10¹³	1	3.1%
8.62743 × 10¹³	1	3.1%
8.4747 × 10¹³	1	3.1%
8.12246 × 10¹³	1	3.1%
7.95755 × 10¹³	1	3.1%
7.74432 × 10¹³	1	3.1%
7.63132 × 10¹³	1	3.1%
7.53116 × 10¹³	1	3.1%
7.51171 × 10¹³	1	3.1%
7.36715 × 10¹³	1	3.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	year	civil_conflicts	state_intervention	conflict_between_states	total	gdp_ger	gdp_fra	gdp_ita	gdp_jpn	gdp_can	gdp_rus	gdp_usa	gdp_gbr	gdp_bra	gdp_ind	gdp_mex	gdp_zaf	gdp_chn	gdp_wld
0	1970-01-01 00:00:00.000001989	33	5	2	40	1398970000000	1025210000000	928661000000	3054910000000	565056000000	506500000000	5641580000000	926885000000	347028000000	296042000000	221401000000	99030856825	347768000000	20171300000000
1	1970-01-01 00:00:00.000001990	44	3	2	49	1771670000000	1269180000000	1181220000000	3132820000000	593930000000	516814000000	5963140000000	1093170000000	390726000000	320979000000	261254000000	115552000000	360858000000	22739500000000
2	1970-01-01 00:00:00.000001991	48	2	2	52	1868950000000	1269280000000	1246220000000	3584420000000	610328000000	517963000000	6158130000000	1142800000000	342609000000	270105000000	313143000000	123943000000	383373000000	23707000000000
3	1970-01-01 00:00:00.000001992	44	4	1	49	2131570000000	1401470000000	1320160000000	3908810000000	592388000000	460291000000	6520330000000	1179660000000	328188000000	288208000000	363158000000	134545000000	426916000000	25393700000000
4	1970-01-01 00:00:00.000001993	37	6	0	43	2071320000000	1322820000000	1064960000000	4454140000000	577171000000	435084000000	6858560000000	1061390000000	368296000000	279296000000	500736000000	147197000000	444731000000	25822500000000
5	1970-01-01 00:00:00.000001994	46	2	0	48	2205070000000	1393980000000	1099220000000	4998800000000	578139000000	395077000000	7287240000000	1140490000000	525370000000	327276000000	527813000000	153513000000	564325000000	27872400000000
6	1970-01-01 00:00:00.000001995	37	2	1	40	2585790000000	1601090000000	1174660000000	5545560000000	604032000000	395537000000	7639750000000	1346420000000	769333000000	360282000000	360074000000	171735000000	734548000000	31043800000000
7	1970-01-01 00:00:00.000001996	36	3	2	41	2497240000000	1605680000000	1312430000000	4923390000000	628546000000	391725000000	8073120000000	1421510000000	850426000000	392897000000	410976000000	163237000000	863747000000	31736300000000
8	1970-01-01 00:00:00.000001997	35	4	1	40	2211990000000	1452880000000	1241880000000	4492450000000	654987000000	404929000000	8577550000000	1559570000000	883206000000	415868000000	500413000000	168977000000	961604000000	31619800000000
9	1970-01-01 00:00:00.000001998	32	6	2	40	2238990000000	1503110000000	1270050000000	4098360000000	634000000000	270955000000	9062820000000	1653390000000	863711000000	421351000000	526502000000	152983000000	1029040000000	31539700000000

Last rows

	year	civil_conflicts	state_intervention	conflict_between_states	total	gdp_ger	gdp_fra	gdp_ita	gdp_jpn	gdp_can	gdp_rus	gdp_usa	gdp_gbr	gdp_bra	gdp_ind	gdp_mex	gdp_zaf	gdp_chn	gdp_wld
22	1970-01-01 00:00:00.000002011	30	7	1	38	3749310000000	2865160000000	2294990000000	6233150000000	1793330000000	2045930000000	15542600000000	2674890000000	2616160000000	1823050000000	1180490000000	458202000000	7551500000000	73671500000000
23	1970-01-01 00:00:00.000002012	23	9	1	33	3527140000000	2683670000000	2086960000000	6272360000000	1828370000000	2208300000000	16197000000000	2719160000000	2465230000000	1827640000000	1201090000000	434401000000	8532230000000	75311600000000
24	1970-01-01 00:00:00.000002013	27	9	0	36	3733800000000	2811880000000	2141920000000	5212330000000	1846600000000	2292470000000	16784800000000	2803290000000	2472820000000	1856720000000	1274440000000	400886000000	9570410000000	77443200000000
25	1970-01-01 00:00:00.000002014	28	13	1	42	3889090000000	2855960000000	2162010000000	4896990000000	1805750000000	2059240000000	17527200000000	3087170000000	2456040000000	2039130000000	1315350000000	381199000000	10475700000000	79575500000000
26	1970-01-01 00:00:00.000002015	31	20	1	52	3357590000000	2439190000000	1836640000000	4444930000000	1556510000000	1363480000000	18238300000000	2956570000000	1802210000000	2103590000000	1171870000000	346710000000	11061600000000	75117100000000
27	1970-01-01 00:00:00.000002016	34	18	2	54	3469850000000	2472960000000	1877070000000	5003680000000	1527990000000	1276790000000	18745100000000	2722850000000	1795690000000	2294800000000	1078490000000	323586000000	11233300000000	76313200000000
28	1970-01-01 00:00:00.000002017	29	21	1	51	3690850000000	2595150000000	1961800000000	4930840000000	1649270000000	1574200000000	19543000000000	2699020000000	2063510000000	2651470000000	1158910000000	381449000000	12310400000000	81224600000000
29	1970-01-01 00:00:00.000002018	31	19	2	52	3977290000000	2790960000000	2091930000000	5036890000000	1725330000000	1657330000000	20611900000000	2900790000000	1916930000000	2701110000000	1222410000000	404842000000	13894800000000	86274300000000
30	1970-01-01 00:00:00.000002019	28	25	2	55	3888330000000	2728870000000	2009380000000	5148780000000	1742020000000	1687450000000	21433200000000	2878670000000	1877820000000	2870500000000	1269430000000	387935000000	14279900000000	87568100000000
31	1970-01-01 00:00:00.000002020	28	25	3	56	3846410000000	2630320000000	1888710000000	5057760000000	1645420000000	1483500000000	20953000000000	2759800000000	1444730000000	2660250000000	1073920000000	335442000000	14722700000000	84747000000000

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows